add flight attendant data

male-flight-attendants/README.md

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+### Male flight attendants
+
+This repo contains the data from the article on the gender divide in various U.S. occupations
+
+[Dear Mona, How Many Flight Attendants Are Men?](http://fivethirtyeight.com/datalab/dear-mona-how-many-flight-attendants-are-men/)
+
+`male-flight-attendants.tsv`:
+
+The tab-separated text file contains the percentage of U.S. employees that are male in 320 different job categories.
+
+Source: [IPUMS](https://usa.ipums.org/usa/), 2012
+

male-flight-attendants/male-flight-attendants.tsv

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+Job Category	Percentage Male
+Kindergarten and earlier school teachers	2.3
+Dental hygenists	2.6
+Secretaries	4.7
+Speech therapists	5.3
+Dental assistants	5.4
+Child care workers	7.5
+Registered nurses	9.4
+Licensed practical nurses	9.6
+Receptionists	9.7
+Dietitians and nutritionists	10.3
+Hairdressers and cosmetologists	10.3
+Payroll and timekeeping clerks	11
+Health record tech specialists	11.2
+Billing clerks and related financial records processing	11.5
+Housekeepers, maids, butlers, stewards, and lodging quarters cleaners	11.7
+Occupational therapists	11.9
+Health aides, except nursing	12.4
+Bookkeepers and accounting and auditing clerks	12.8
+Typists	14.1
+Nursing aides, orderlies, and attendants	14.5
+Special education teachers	16
+Human resources clerks, except payroll and timekeeping	16.2
+Records clerks	16.2
+General office clerks	17.3
+Librarians	18.1
+Social workers	19.1
+Legal assistants, paralegals, legal support, etc	19.2
+Bank tellers	19.6
+Dancers	20.4
+Therapists	20.9
+Primary school teachers	20.9
+Eligibility clerks for government programs; social welfare	21
+Library assistants	21.1
+Data entry keyers	21.3
+File clerks	22.9
+Telephone operators	23
+Administrative support jobs	23.4
+Teachers 	23.9
+Interviewers, enumerators, and surveyors	24.1
+Dressmakers and seamstresses	24.6
+Dental laboratory and medical appliance technicians	25
+Personal service occupations	25.6
+Textile sewing machine operators	26
+Clinical laboratory technologies and technicians	26.2
+Proofreaders	26.5
+Cashiers	26.8
+Sales demonstrators / promoters / models	27
+Insurance adjusters, examiners, and investigators	27.4
+Waiter/waitress	28.6
+Psychologists	29.4
+Radiologic tech specialists	29.5
+Vocational and educational counselors	29.6
+Animal caretakers except on farms	29.9
+Personnel, HR, training, and labor relations specialists	30.1
+Managers of medicine and health occupations	30.2
+Bill and account collectors	30.2
+Optical goods workers	30.6
+Graders and sorters of agricultural products	31
+Physical therapists	31.1
+Physicians' assistants	32
+Managers of service organizations	32.3
+Winding and twisting textile/apparel operatives	32.6
+Insurance underwriters	32.9
+Welfare service aides	33.4
+Customer service reps, investigators and adjusters, except insurance	33.5
+Transportation ticket and reservation agents	33.7
+Hotel clerks	34
+Respiratory therapists	34.6
+Managers in education and related fields	35.2
+Pressing machine operators (clothing)	35.8
+Archivists and curators	36.9
+Recreation workers	37.2
+Kitchen workers	37.2
+Office supervisors	38.6
+Art/entertainment performers and related	38.9
+Office machine operators	39.7
+Bartenders	39.7
+Statistical clerks	39.9
+Batch food makers	40.1
+Accountants and auditors	40.4
+Knitters, loopers, and toppers textile operatives	40.5
+Human resources and labor relations managers	40.6
+Technical writers	40.6
+Public transportation attendants and inspectors	40.6
+Correspondence and order clerks	40.9
+Crossing guards and bridge tenders	40.9
+Writers and authors	41
+Supervisors of personal service jobs	41.5
+Laundry workers	42.1
+Secondary school teachers	42.5
+Social scientists	43.4
+Management support occupations	43.9
+Veterinarians	44
+Packers, fillers, and wrappers	44.2
+Packers and packagers by hand	44.3
+Dispatchers	44.6
+Bakers	45.1
+Other telecom operators	45.2
+Economists, market researchers, and survey researchers	46
+Waiter's assistant	46.3
+Real estate sales occupations	46.4
+Door-to-door sales, street sales, and news vendors	46.5
+Designers	46.6
+Buyers, wholesale and retail trade	46.7
+Pharmacists	46.7
+Financial managers	47.4
+Protective services	47.5
+Postal clerks, excluding mail carriers	47.6
+Advertising and related sales jobs	48.4
+Retail sales clerks	49.1
+Photographic process workers	49.2
+Managers of properties and real estate	49.7
+Computer and peripheral equipment operators	50.2
+Guides	50.3
+Purchasing managers, agents and buyers	50.5
+Subject instructors (high school/college)	50.8
+Mathematicians and mathematical scientists	51.1
+Misc food prep workers	51.1
+Ushers	51.1
+Weighers, measurers, and checkers	51.9
+Medical scientists	52
+Managers and specialists in marketing, advertising, public relations	52.1
+Photographers	52.1
+Cementing and gluing maching operators	52.2
+Mail clerks, outside of post office	52.3
+Inspectors and compliance officers, outside construction	52.4
+Insurance sales occupations	53.7
+Misc textile machine operators	53.8
+Bus drivers	54.1
+Mail and paper handlers	54.4
+Other financial specialists	54.6
+Managers of food-serving and lodging establishments	54.7
+Machine feeders and offbearers	54.8
+Recreation facility attendants	55.1
+Editors and reporters	55.2
+Urban and regional planners	55.8
+Health technologists and technicians	56.3
+Biological technicians	56.3
+Business and promotion agents	56.4
+Biological scientists	56.6
+Operations and systems researchers and analysts	57.8
+Art makers	58
+Engravers	58
+Material recording, scheduling, production, planning, expediting clerks	58.5
+Management analysts	58.7
+Physical scientists	58.7
+Optometrists	58.7
+Bookbinders	58.8
+Other health and therapy	58.9
+Cooks, variously defined	58.9
+Supervisors and proprietors of sales jobs	59.7
+Chemists	60.6
+Athletes, sports instructors, and officials	61
+Assemblers of electrical equipment	61.2
+Actors, directors, producers	61.6
+Mail carriers for postal service	61.9
+Actuaries	62.6
+Graders and sorters in manufacturing	63.3
+Roasting and baking machine operators (food)	64.2
+Lawyers	64.5
+Stock and inventory clerks	64.5
+Inspectors of agricultural products	64.5
+Shoe repairers	64.9
+Physicians	65
+Supervisors of cleaning and building service	65.8
+Musician or composer	66.3
+Salespersons	66.3
+Paper folding machine operators	67.3
+Janitors	68.4
+Geologists	68.8
+Purchasing agents and buyers, of farm products	68.9
+Chemical technicians	68.9
+Textile cutting machine operators	69.4
+Financial services sales occupations	69.9
+Agricultural and food scientists	70.3
+Shipping and receiving clerks	70.5
+Managers and administrators	70.9
+Clergy and religious workers	71.7
+Machine operators	71.7
+Computer systems analysts and computer scientists	72.2
+Engineering technicians	72.3
+Other law enforcement	73.1
+Dentists	73.6
+Atmospheric and space scientists	75.4
+Furniture and wood finishers	75.5
+Slicing and cutting machine operators	75.7
+Supervisors of guards	75.8
+Motion picture projectionists	76
+Chief executives and public administrators	76.1
+Butchers and meat cutters	76.1
+Typesetters and compositors	76.2
+Air traffic controllers	76.9
+Other science technicians	77.1
+Architects	77.8
+Precision makers, repairers, and smiths	77.8
+Upholsterers	78.1
+Rollers, roll hands, and finishers of metal	78.3
+Funeral directors	78.4
+Computer software developers	78.5
+Barbers	78.8
+Wood lathe, routing, and planing machine operators	78.8
+Physicists and astronomers	79.1
+Farm workers	79.1
+Industrial engineers	79.2
+Guards, watchmen, doorkeepers	79.2
+Production helpers	79.5
+Announcers	79.9
+Supervisors of motor vehicle transportation	80.9
+Foresters and conservation scientists	81
+Podiatrists	81.8
+Messengers	81.8
+Police, detectives, and private investigators	82.2
+Drafters	82.3
+Production supervisors or foremen	82.3
+Laborers outside construction	82.3
+Garage and service station related occupations	82.4
+Molders, and casting machine operators	82.6
+Petroleum, mining, and geological engineers	83.2
+Baggage porters	83.2
+Punching and stamping press operatives	83.3
+Freight, stock, and materials handlers	83.4
+Metallurgical and materials engineers, variously phrased	84.6
+Extruding and forming machine operators	84.7
+Surveyors, cartographers, mapping scientists and technicians	85.1
+Vehicle washers and equipment cleaners	85.2
+Taxi cab drivers and chauffeurs	85.3
+Chemical engineers	86
+Farmers (owners and tenants)	86.4
+Military	86.9
+Not-elsewhere-classified engineers	87.2
+Mixing and blending machine operatives	87.2
+Elevator operators	87.7
+Nail and tacking machine operators (woodworking)	87.8
+Civil engineers	87.9
+Broadcast equipment operators	88
+Aerospace engineer	88.1
+Construction inspectors	88.5
+Repairers of data processing equipment	88.6
+Painting machine operators	89.1
+Meter readers	89.3
+Hand molders and shapers, except jewelers	89.6
+Parking lot attendants	89.8
+Insulation workers	90.2
+Garbage and recyclable material collectors	90.2
+Separating, filtering, and clarifying machine operators	90.3
+Electrical engineer	90.7
+Timber, logging, and forestry workers	90.8
+Sawing machine operators and sawyers	90.8
+Telecom and line installers and repairers	91.6
+Other woodworking machine operators	91.6
+Supervisors of mechanics and repairers	92
+Mechanical engineers	92.2
+Furnace, kiln, and oven operators, apart from food	92.3
+Airplane pilots and navigators	92.5
+Explosives workers	92.5
+Helpers, constructions	93.1
+Repairers of electrical equipment	93.2
+Repairers of mechanical controls and valves	93.2
+Programmers of numerically controlled machine tools	93.5
+Other plant and system operators	93.5
+Painters, construction and maintenance	93.6
+Welders and metal cutters	94
+Railroad conductors and yardmasters	94
+Truck, delivery, and tractor drivers	94.2
+Locomotive operators (engineers and firemen)	94.3
+Ship crews and marine engineers	94.3
+Gardeners and groundskeepers	94.4
+Fishers, hunters, and kindred	94.6
+Cabinetmakers and bench carpenters	94.8
+Sales engineers	94.9
+Supervisors of agricultural occupations	94.9
+Misc material moving occupations	95.1
+Fire fighting, prevention, and inspection	95.2
+Locksmiths and safe repairers	95.2
+Pest control occupations	95.4
+Power plant operators	95.4
+Machinists	95.6
+Aircraft mechanics	95.8
+Mechanics and repairers	96
+Water and sewage treatment plant operators	96
+Crane, derrick, winch, and hoist operators	96.5
+Plant and system operators, stationary engineers	96.6
+Helpers, surveyors	96.6
+Industrial machinery repairers	96.7
+Tool and die makers and die setters	96.7
+Miners	96.8
+Supervisors of construction work	96.9
+Auto body repairers	97.1
+Repairers of industrial electrical equipment	97.1
+Sheet metal duct installers	97.1
+Construction trades	97.1
+Machinery maintenance occupations	97.2
+Paving, surfacing, and tamping equipment operators	97.2
+Construction laborers	97.2
+Drywall installers	97.6
+Glaziers	97.7
+Repairers of household appliances and power tools	97.9
+Small engine repairers	98.1
+Millwrights	98.2
+Electricians	98.2
+Electric power installers and repairers	98.2
+Structural metal workers	98.2
+Other mining occupations	98.2
+Forge and hammer operators	98.2
+Excavating and loading machine operators	98.2
+Carpenters	98.3
+Automobile mechanics	98.4
+Operating engineers of construction equipment	98.4
+Masons, tilers, and carpet installers	98.5
+Elevator installers and repairers	98.6
+Plasterers	98.7
+Plumbers, pipe fitters, and steamfitters	98.7
+Heavy equipment and farm equipment mechanics	98.8
+Heating, air conditioning, and refigeration mechanics	98.9
+Bus, truck, and stationary engine mechanics	99
+Roofers and slaters	99
+Drillers of oil wells	99.2
+Concrete and cement workers	99.3
+Drillers of earth	99.6
+Boilermakers	99.8